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Turing Universality of Weighted Spiking Neural P Systems with Anti-spikes

机译:抗尖峰加权尖峰神经P系统的普遍性

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Weighted spiking neural P systems with anti-spikes (AWSN P systems) are proposed by adding anti-spikes to spiking neural P systems with weighted synapses. Anti-spikes behave like spikes of inhibition of communication between neurons. Both spikes and anti-spikes are used in the rule expressions. An illustrative example is given to show the working process of the proposed AWSN P systems. The Turing universality of the proposed P systems as number generating and accepting devices is proved. Finally, a universal AWSN P system having 34 neurons is proved to work as a function computing device by using standard rules, and one having 30 neurons is proved to work as a number generator.
机译:通过将抗峰值添加到具有加权突触的神经P系统来提出具有抗峰值(AWSN P系统)的加权尖峰神经P系统。反尖峰表现得像纯粹的神经元通信的尖峰。尖峰和抗尖峰都用于规则表达。给出了说明性示例以示出所提出的AWSN P系统的工作过程。证明了所提出的P系统的预领域,作为数字生成和接受设备。最后,证明具有34个神经元的通用AWSN P系统通过使用标准规则作为函数计算设备,并且证明一个具有30个神经元的函数计算设备作为数字发生器。

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